Task 2806635
| Name | rand_automata_0084-1604984771-31383-0_1 |
| Workunit | 1264328 |
| Created | 10 Nov 2020, 5:46:21 UTC |
| Sent | 10 Nov 2020, 6:02:35 UTC |
| Report deadline | 11 Nov 2020, 4:32:35 UTC |
| Received | 10 Nov 2020, 23:37:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 25 min 59 sec |
| CPU time | 24 min 34 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 5,442.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.95 GB |
| Peak swap size | 3.88 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 Ti) [2020-11-10 23:59:08 main:435] : INFO : Set logging level to 1 [2020-11-10 23:59:08 main:441] : INFO : Running in BOINC Client mode [2020-11-10 23:59:08 main:444] : INFO : Resolving all filenames [2020-11-10 23:59:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 (exists = 1) [2020-11-10 23:59:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-1604984771-31383-0_1_r753499874_1 (exists = 0) [2020-11-10 23:59:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-1604984771-31383-0_1_r753499874_0 (exists = 0) [2020-11-10 23:59:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-10 23:59:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 23:59:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 [2020-11-10 23:59:08 main:474] : INFO : Configuration: [2020-11-10 23:59:08 main:475] : INFO : Model type: LSTM [2020-11-10 23:59:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 23:59:08 main:477] : INFO : Max Epochs: 192 [2020-11-10 23:59:08 main:478] : INFO : Batch Size: 32 [2020-11-10 23:59:08 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 23:59:08 main:480] : INFO : Patience: 10 [2020-11-10 23:59:08 main:481] : INFO : Hidden Width: 64 [2020-11-10 23:59:08 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 23:59:09 main:483] : INFO : # Backend Layers: 2 [2020-11-10 23:59:09 main:484] : INFO : # Threads: 1 [2020-11-10 23:59:09 main:486] : INFO : Preparing Dataset [2020-11-10 23:59:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 into memory [2020-11-10 23:59:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 into memory [2020-11-10 23:59:11 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 23:59:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 into memory [2020-11-10 23:59:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0084-train-val-dataset.hdf5 into memory [2020-11-10 23:59:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 23:59:11 main:494] : INFO : Creating Model [2020-11-10 23:59:11 main:507] : INFO : Preparing config file [2020-11-10 23:59:11 main:519] : INFO : Creating new config file [2020-11-10 23:59:13 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 23:59:13 main:562] : INFO : Starting Training [2020-11-10 23:59:21 main:574] : INFO : Epoch 1 | loss: 0.066587 | val_loss: 0.0661037 | Time: 8323.08 ms [2020-11-10 23:59:29 main:574] : INFO : Epoch 2 | loss: 0.0660384 | val_loss: 0.065259 | Time: 7928.56 ms [2020-11-10 23:59:37 main:574] : INFO : Epoch 3 | loss: 0.0642201 | val_loss: 0.0625205 | Time: 8140.69 ms [2020-11-10 23:59:45 main:574] : INFO : Epoch 4 | loss: 0.0613159 | val_loss: 0.0600722 | Time: 8032.81 ms [2020-11-10 23:59:54 main:574] : INFO : Epoch 5 | loss: 0.0589675 | val_loss: 0.0578841 | Time: 8332.5 ms [2020-11-11 00:00:02 main:574] : INFO : Epoch 6 | loss: 0.0571414 | val_loss: 0.0564204 | Time: 8089.61 ms [2020-11-11 00:00:10 main:574] : INFO : Epoch 7 | loss: 0.0558363 | val_loss: 0.0553468 | Time: 7825.36 ms [2020-11-11 00:00:18 main:574] : INFO : Epoch 8 | loss: 0.0546764 | val_loss: 0.0541082 | Time: 8197.99 ms [2020-11-11 00:00:26 main:574] : INFO : Epoch 9 | loss: 0.0535096 | val_loss: 0.0530542 | Time: 7824.44 ms [2020-11-11 00:00:34 main:574] : INFO : Epoch 10 | loss: 0.0523746 | val_loss: 0.0518345 | Time: 7838.02 ms [2020-11-11 00:00:42 main:574] : INFO : Epoch 11 | loss: 0.051196 | val_loss: 0.0507511 | Time: 7890.55 ms [2020-11-11 00:00:50 main:574] : INFO : Epoch 12 | loss: 0.0498029 | val_loss: 0.0491091 | Time: 8045.5 ms [2020-11-11 00:00:58 main:574] : INFO : Epoch 13 | loss: 0.0481866 | val_loss: 0.0475148 | Time: 7685.4 ms [2020-11-11 00:01:06 main:574] : INFO : Epoch 14 | loss: 0.0463403 | val_loss: 0.0458058 | Time: 8083.94 ms [2020-11-11 00:01:14 main:574] : INFO : Epoch 15 | loss: 0.0439803 | val_loss: 0.0433708 | Time: 7978.26 ms [2020-11-11 00:01:22 main:574] : INFO : Epoch 16 | loss: 0.0413479 | val_loss: 0.0407397 | Time: 7734.16 ms [2020-11-11 00:01:30 main:574] : INFO : Epoch 17 | loss: 0.0382399 | val_loss: 0.0378142 | Time: 7773.54 ms [2020-11-11 00:01:38 main:574] : INFO : Epoch 18 | loss: 0.0346413 | val_loss: 0.033958 | Time: 7906.21 ms [2020-11-11 00:01:46 main:574] : INFO : Epoch 19 | loss: 0.0310082 | val_loss: 0.0304461 | Time: 7841.59 ms [2020-11-11 00:01:53 main:574] : INFO : Epoch 20 | loss: 0.0276325 | val_loss: 0.0284719 | Time: 7804.67 ms [2020-11-11 00:02:02 main:574] : INFO : Epoch 21 | loss: 0.0252368 | val_loss: 0.0232905 | Time: 8201.78 ms [2020-11-11 00:02:10 main:574] : INFO : Epoch 22 | loss: 0.0225275 | val_loss: 0.0182081 | Time: 8060.02 ms [2020-11-11 00:02:18 main:574] : INFO : Epoch 23 | loss: 0.0206337 | val_loss: 0.0188105 | Time: 7889.61 ms [2020-11-11 00:02:26 main:574] : INFO : Epoch 24 | loss: 0.0214286 | val_loss: 0.0299579 | Time: 8012.26 ms [2020-11-11 00:02:34 main:574] : INFO : Epoch 25 | loss: 0.0211994 | val_loss: 0.0169573 | Time: 7812.7 ms [2020-11-11 00:02:42 main:574] : INFO : Epoch 26 | loss: 0.0176265 | val_loss: 0.0152934 | Time: 7947.82 ms [2020-11-11 00:02:50 main:574] : INFO : Epoch 27 | loss: 0.0124321 | val_loss: 0.0109766 | Time: 7800.57 ms [2020-11-11 00:02:58 main:574] : INFO : Epoch 28 | loss: 0.0102369 | val_loss: 0.0104941 | Time: 7835.02 ms [2020-11-11 00:03:06 main:574] : INFO : Epoch 29 | loss: 0.0109548 | val_loss: 0.010545 | Time: 7892.24 ms [2020-11-11 00:03:14 main:574] : INFO : Epoch 30 | loss: 0.00949947 | val_loss: 0.011145 | Time: 7811.38 ms [2020-11-11 00:03:22 main:574] : INFO : Epoch 31 | loss: 0.00987823 | val_loss: 0.0112812 | Time: 7961.64 ms [2020-11-11 00:03:29 main:574] : INFO : Epoch 32 | loss: 0.00918539 | val_loss: 0.00840498 | Time: 7750.43 ms [2020-11-11 00:03:37 main:574] : INFO : Epoch 33 | loss: 0.0173112 | val_loss: 0.0121807 | Time: 7943.25 ms [2020-11-11 00:03:46 main:574] : INFO : Epoch 34 | loss: 0.0105889 | val_loss: 0.00873688 | Time: 8150.4 ms [2020-11-11 00:03:53 main:574] : INFO : Epoch 35 | loss: 0.00828267 | val_loss: 0.00821089 | Time: 7897.3 ms [2020-11-11 00:04:02 main:574] : INFO : Epoch 36 | loss: 0.0078444 | val_loss: 0.00757425 | Time: 8016.41 ms [2020-11-11 00:04:10 main:574] : INFO : Epoch 37 | loss: 0.00729058 | val_loss: 0.00715623 | Time: 7918.83 ms [2020-11-11 00:04:17 main:574] : INFO : Epoch 38 | loss: 0.00696821 | val_loss: 0.00688843 | Time: 7712.07 ms [2020-11-11 00:04:25 main:574] : INFO : Epoch 39 | loss: 0.00671834 | val_loss: 0.00664685 | Time: 7960.68 ms [2020-11-11 00:04:33 main:574] : INFO : Epoch 40 | loss: 0.00649395 | val_loss: 0.00643228 | Time: 7917.29 ms [2020-11-11 00:04:41 main:574] : INFO : Epoch 41 | loss: 0.00628527 | val_loss: 0.00621962 | Time: 7667.98 ms [2020-11-11 00:04:49 main:574] : INFO : Epoch 42 | loss: 0.00608558 | val_loss: 0.00602937 | Time: 7885.5 ms [2020-11-11 00:04:57 main:574] : INFO : Epoch 43 | loss: 0.00589013 | val_loss: 0.00582324 | Time: 7861.81 ms [2020-11-11 00:05:05 main:574] : INFO : Epoch 44 | loss: 0.00570148 | val_loss: 0.00563413 | Time: 7862.49 ms [2020-11-11 00:05:13 main:574] : INFO : Epoch 45 | loss: 0.00551739 | val_loss: 0.00544156 | Time: 7904.99 ms [2020-11-11 00:05:21 main:574] : INFO : Epoch 46 | loss: 0.00533823 | val_loss: 0.00526397 | Time: 7832.23 ms [2020-11-11 00:05:29 main:574] : INFO : Epoch 47 | loss: 0.0051632 | val_loss: 0.00507828 | Time: 8003.67 ms [2020-11-11 00:05:37 main:574] : INFO : Epoch 48 | loss: 0.00499013 | val_loss: 0.00489922 | Time: 7898 ms [2020-11-11 00:05:45 main:574] : INFO : Epoch 49 | loss: 0.0048218 | val_loss: 0.00473154 | Time: 7917.73 ms [2020-11-11 00:05:53 main:574] : INFO : Epoch 50 | loss: 0.0046567 | val_loss: 0.00456213 | Time: 7907.13 ms [2020-11-11 00:06:01 main:574] : INFO : Epoch 51 | loss: 0.00449556 | val_loss: 0.00440146 | Time: 7836.87 ms [2020-11-11 00:06:09 main:574] : INFO : Epoch 52 | loss: 0.00433836 | val_loss: 0.00424382 | Time: 7723.02 ms [2020-11-11 00:06:17 main:574] : INFO : Epoch 53 | loss: 0.00418339 | val_loss: 0.00409133 | Time: 7954.5 ms [2020-11-11 00:06:25 main:574] : INFO : Epoch 54 | loss: 0.00403389 | val_loss: 0.00393949 | Time: 7879.02 ms [2020-11-11 00:06:32 main:574] : INFO : Epoch 55 | loss: 0.00388761 | val_loss: 0.00380382 | Time: 7745.68 ms [2020-11-11 00:06:41 main:574] : INFO : Epoch 56 | loss: 0.00374512 | val_loss: 0.00365453 | Time: 8101.16 ms [2020-11-11 00:06:49 main:574] : INFO : Epoch 57 | loss: 0.0036057 | val_loss: 0.00351764 | Time: 7954.52 ms [2020-11-11 00:06:57 main:574] : INFO : Epoch 58 | loss: 0.00347163 | val_loss: 0.00338422 | Time: 7893.96 ms [2020-11-11 00:07:05 main:574] : INFO : Epoch 59 | loss: 0.00334161 | val_loss: 0.00326642 | Time: 8035.09 ms [2020-11-11 00:07:13 main:574] : INFO : Epoch 60 | loss: 0.0032176 | val_loss: 0.00313573 | Time: 8108.14 ms [2020-11-11 00:07:21 main:574] : INFO : Epoch 61 | loss: 0.0030945 | val_loss: 0.00301614 | Time: 7672.65 ms [2020-11-11 00:07:29 main:574] : INFO : Epoch 62 | loss: 0.00297765 | val_loss: 0.00290128 | Time: 7760.99 ms [2020-11-11 00:07:37 main:574] : INFO : Epoch 63 | loss: 0.00286401 | val_loss: 0.00279048 | Time: 8102.83 ms [2020-11-11 00:07:45 main:574] : INFO : Epoch 64 | loss: 0.00275301 | val_loss: 0.00268353 | Time: 7908.56 ms [2020-11-11 00:07:53 main:574] : INFO : Epoch 65 | loss: 0.00264724 | val_loss: 0.00257886 | Time: 7903.39 ms [2020-11-11 00:08:01 main:574] : INFO : Epoch 66 | loss: 0.00254525 | val_loss: 0.0024817 | Time: 8156.85 ms [2020-11-11 00:08:09 main:574] : INFO : Epoch 67 | loss: 0.00244713 | val_loss: 0.00238281 | Time: 7800.28 ms [2020-11-11 00:08:16 main:574] : INFO : Epoch 68 | loss: 0.00235161 | val_loss: 0.00228994 | Time: 7694.36 ms [2020-11-11 00:08:24 main:574] : INFO : Epoch 69 | loss: 0.00225991 | val_loss: 0.00219749 | Time: 7726.27 ms [2020-11-11 00:08:32 main:574] : INFO : Epoch 70 | loss: 0.00217178 | val_loss: 0.0021125 | Time: 7618.44 ms [2020-11-11 00:08:40 main:574] : INFO : Epoch 71 | loss: 0.00208633 | val_loss: 0.00202824 | Time: 7902.85 ms [2020-11-11 00:08:48 main:574] : INFO : Epoch 72 | loss: 0.00200336 | val_loss: 0.0019481 | Time: 7716.02 ms [2020-11-11 00:08:56 main:574] : INFO : Epoch 73 | loss: 0.00192376 | val_loss: 0.00187186 | Time: 7832.49 ms [2020-11-11 00:09:03 main:574] : INFO : Epoch 74 | loss: 0.00184718 | val_loss: 0.00179441 | Time: 7751.85 ms [2020-11-11 00:09:11 main:574] : INFO : Epoch 75 | loss: 0.00177175 | val_loss: 0.00172428 | Time: 7715.29 ms [2020-11-11 00:09:19 main:574] : INFO : Epoch 76 | loss: 0.00169952 | val_loss: 0.00165029 | Time: 8017.71 ms [2020-11-11 00:09:27 main:574] : INFO : Epoch 77 | loss: 0.00162947 | val_loss: 0.00158215 | Time: 7920.8 ms [2020-11-11 00:09:36 main:574] : INFO : Epoch 78 | loss: 0.0015615 | val_loss: 0.00152013 | Time: 8142.4 ms [2020-11-11 00:09:43 main:574] : INFO : Epoch 79 | loss: 0.0014956 | val_loss: 0.00145105 | Time: 7907.24 ms [2020-11-11 00:09:51 main:574] : INFO : Epoch 80 | loss: 0.00143173 | val_loss: 0.00138953 | Time: 7796.82 ms [2020-11-11 00:09:59 main:574] : INFO : Epoch 81 | loss: 0.00137079 | val_loss: 0.00133047 | Time: 7671.58 ms [2020-11-11 00:10:07 main:574] : INFO : Epoch 82 | loss: 0.00131211 | val_loss: 0.00127303 | Time: 7985.61 ms [2020-11-11 00:10:16 main:574] : INFO : Epoch 83 | loss: 0.00125528 | val_loss: 0.00121703 | Time: 8339.46 ms [2020-11-11 00:10:23 main:574] : INFO : Epoch 84 | loss: 0.0012014 | val_loss: 0.00116727 | Time: 7733.57 ms [2020-11-11 00:10:31 main:574] : INFO : Epoch 85 | loss: 0.00114992 | val_loss: 0.00111661 | Time: 7677.19 ms [2020-11-11 00:10:39 main:574] : INFO : Epoch 86 | loss: 0.00110178 | val_loss: 0.00106676 | Time: 7920.02 ms [2020-11-11 00:10:47 main:574] : INFO : Epoch 87 | loss: 0.00105421 | val_loss: 0.00102187 | Time: 8247.86 ms [2020-11-11 00:10:55 main:574] : INFO : Epoch 88 | loss: 0.0010093 | val_loss: 0.000977457 | Time: 7897.33 ms [2020-11-11 00:11:03 main:574] : INFO : Epoch 89 | loss: 0.000966206 | val_loss: 0.000938404 | Time: 7990.32 ms [2020-11-11 00:11:11 main:574] : INFO : Epoch 90 | loss: 0.000925548 | val_loss: 0.000897619 | Time: 7957.75 ms [2020-11-11 00:11:19 main:574] : INFO : Epoch 91 | loss: 0.000886073 | val_loss: 0.000860845 | Time: 7975.7 ms [2020-11-11 00:11:28 main:574] : INFO : Epoch 92 | loss: 0.000848474 | val_loss: 0.00082138 | Time: 8177.21 ms [2020-11-11 00:11:36 main:574] : INFO : Epoch 93 | loss: 0.000813348 | val_loss: 0.000786772 | Time: 8107.68 ms [2020-11-11 00:11:44 main:574] : INFO : Epoch 94 | loss: 0.000778944 | val_loss: 0.000757489 | Time: 8153.93 ms [2020-11-11 00:11:52 main:574] : INFO : Epoch 95 | loss: 0.00074529 | val_loss: 0.000724373 | Time: 7913.89 ms [2020-11-11 00:12:00 main:574] : INFO : Epoch 96 | loss: 0.000715404 | val_loss: 0.000694567 | Time: 7599.89 ms [2020-11-11 00:12:08 main:574] : INFO : Epoch 97 | loss: 0.000684115 | val_loss: 0.000666733 | Time: 7700.79 ms [2020-11-11 00:12:15 main:574] : INFO : Epoch 98 | loss: 0.000657029 | val_loss: 0.000638591 | Time: 7766.41 ms [2020-11-11 00:12:23 main:574] : INFO : Epoch 99 | loss: 0.000629731 | val_loss: 0.000609573 | Time: 8066.89 ms [2020-11-11 00:12:32 main:574] : INFO : Epoch 100 | loss: 0.000603838 | val_loss: 0.000586835 | Time: 8154.43 ms [2020-11-11 00:12:40 main:574] : INFO : Epoch 101 | loss: 0.000579553 | val_loss: 0.000561976 | Time: 8041.94 ms [2020-11-11 00:12:48 main:574] : INFO : Epoch 102 | loss: 0.00055741 | val_loss: 0.000539881 | Time: 8196.89 ms [2020-11-11 00:12:56 main:574] : INFO : Epoch 103 | loss: 0.000534136 | val_loss: 0.000518011 | Time: 8041.58 ms [2020-11-11 00:13:04 main:574] : INFO : Epoch 104 | loss: 0.000513577 | val_loss: 0.000499835 | Time: 7908.32 ms [2020-11-11 00:13:12 main:574] : INFO : Epoch 105 | loss: 0.000492959 | val_loss: 0.000476204 | Time: 7833.55 ms [2020-11-11 00:13:20 main:574] : INFO : Epoch 106 | loss: 0.000473595 | val_loss: 0.000462349 | Time: 8049.36 ms [2020-11-11 00:13:28 main:574] : INFO : Epoch 107 | loss: 0.000456312 | val_loss: 0.000444843 | Time: 7907.84 ms [2020-11-11 00:13:36 main:574] : INFO : Epoch 108 | loss: 0.000439409 | val_loss: 0.00042858 | Time: 8141.1 ms [2020-11-11 00:13:45 main:574] : INFO : Epoch 109 | loss: 0.000423822 | val_loss: 0.000412334 | Time: 8355.72 ms [2020-11-11 00:13:52 main:574] : INFO : Epoch 110 | loss: 0.000407905 | val_loss: 0.00040345 | Time: 7680.11 ms [2020-11-11 00:14:00 main:574] : INFO : Epoch 111 | loss: 0.000393124 | val_loss: 0.000381707 | Time: 7865.8 ms [2020-11-11 00:14:08 main:574] : INFO : Epoch 112 | loss: 0.00037869 | val_loss: 0.000368193 | Time: 7844.96 ms [2020-11-11 00:14:16 main:574] : INFO : Epoch 113 | loss: 0.000366792 | val_loss: 0.000356476 | Time: 8012.06 ms [2020-11-11 00:14:24 main:574] : INFO : Epoch 114 | loss: 0.000353276 | val_loss: 0.000347118 | Time: 8145.03 ms [2020-11-11 00:14:32 main:574] : INFO : Epoch 115 | loss: 0.000341776 | val_loss: 0.000330565 | Time: 7943.19 ms [2020-11-11 00:14:40 main:574] : INFO : Epoch 116 | loss: 0.000330733 | val_loss: 0.0003251 | Time: 8061.93 ms [2020-11-11 00:14:48 main:574] : INFO : Epoch 117 | loss: 0.000319538 | val_loss: 0.000310481 | Time: 7753.28 ms [2020-11-11 00:14:56 main:574] : INFO : Epoch 118 | loss: 0.000308812 | val_loss: 0.000301666 | Time: 7733.22 ms [2020-11-11 00:15:04 main:574] : INFO : Epoch 119 | loss: 0.000298918 | val_loss: 0.000292351 | Time: 7861.34 ms [2020-11-11 00:15:12 main:574] : INFO : Epoch 120 | loss: 0.000289737 | val_loss: 0.000287097 | Time: 8001.9 ms [2020-11-11 00:15:20 main:574] : INFO : Epoch 121 | loss: 0.000281402 | val_loss: 0.000278033 | Time: 8324.58 ms [2020-11-11 00:15:28 main:574] : INFO : Epoch 122 | loss: 0.000272678 | val_loss: 0.000263456 | Time: 7845.36 ms [2020-11-11 00:15:36 main:574] : INFO : Epoch 123 | loss: 0.000264648 | val_loss: 0.000259554 | Time: 7664.68 ms [2020-11-11 00:15:44 main:574] : INFO : Epoch 124 | loss: 0.000256866 | val_loss: 0.000249979 | Time: 7708.58 ms [2020-11-11 00:15:52 main:574] : INFO : Epoch 125 | loss: 0.000249247 | val_loss: 0.000247645 | Time: 7813.72 ms [2020-11-11 00:16:00 main:574] : INFO : Epoch 126 | loss: 0.000242983 | val_loss: 0.000239288 | Time: 7913.43 ms [2020-11-11 00:16:07 main:574] : INFO : Epoch 127 | loss: 0.00023635 | val_loss: 0.000233467 | Time: 7808.89 ms [2020-11-11 00:16:15 main:574] : INFO : Epoch 128 | loss: 0.000232119 | val_loss: 0.000227936 | Time: 7799.79 ms [2020-11-11 00:16:23 main:574] : INFO : Epoch 129 | loss: 0.000223352 | val_loss: 0.000216027 | Time: 7926.41 ms [2020-11-11 00:16:31 main:574] : INFO : Epoch 130 | loss: 0.000217661 | val_loss: 0.000213598 | Time: 7970.5 ms [2020-11-11 00:16:39 main:574] : INFO : Epoch 131 | loss: 0.000212532 | val_loss: 0.000207733 | Time: 7826.38 ms [2020-11-11 00:16:47 main:574] : INFO : Epoch 132 | loss: 0.000207809 | val_loss: 0.00020178 | Time: 7779.02 ms [2020-11-11 00:16:55 main:574] : INFO : Epoch 133 | loss: 0.000201217 | val_loss: 0.000198326 | Time: 7642.95 ms [2020-11-11 00:17:03 main:574] : INFO : Epoch 134 | loss: 0.000196348 | val_loss: 0.000192178 | Time: 7837.9 ms [2020-11-11 00:17:10 main:574] : INFO : Epoch 135 | loss: 0.000192831 | val_loss: 0.000188229 | Time: 7661.14 ms [2020-11-11 00:17:18 main:574] : INFO : Epoch 136 | loss: 0.000187189 | val_loss: 0.000184442 | Time: 7673.47 ms [2020-11-11 00:17:26 main:574] : INFO : Epoch 137 | loss: 0.000183526 | val_loss: 0.000178542 | Time: 8043.62 ms [2020-11-11 00:17:34 main:574] : INFO : Epoch 138 | loss: 0.000179563 | val_loss: 0.000175939 | Time: 7907.58 ms [2020-11-11 00:17:42 main:574] : INFO : Epoch 139 | loss: 0.000175817 | val_loss: 0.000175506 | Time: 7632.18 ms [2020-11-11 00:17:50 main:574] : INFO : Epoch 140 | loss: 0.000172493 | val_loss: 0.000172053 | Time: 7894.19 ms [2020-11-11 00:17:58 main:574] : INFO : Epoch 141 | loss: 0.000168978 | val_loss: 0.000164879 | Time: 8418.3 ms [2020-11-11 00:18:06 main:574] : INFO : Epoch 142 | loss: 0.000164832 | val_loss: 0.000160794 | Time: 8012.11 ms [2020-11-11 00:18:14 main:574] : INFO : Epoch 143 | loss: 0.000161174 | val_loss: 0.000157916 | Time: 7623.3 ms [2020-11-11 00:18:22 main:574] : INFO : Epoch 144 | loss: 0.000158728 | val_loss: 0.000155003 | Time: 7683.8 ms [2020-11-11 00:18:30 main:574] : INFO : Epoch 145 | loss: 0.000154832 | val_loss: 0.000151559 | Time: 8003.1 ms [2020-11-11 00:18:38 main:574] : INFO : Epoch 146 | loss: 0.000152369 | val_loss: 0.000150018 | Time: 7890.62 ms [2020-11-11 00:18:46 main:574] : INFO : Epoch 147 | loss: 0.000149266 | val_loss: 0.00014747 | Time: 7911.99 ms [2020-11-11 00:18:54 main:574] : INFO : Epoch 148 | loss: 0.00014603 | val_loss: 0.000143497 | Time: 8381.27 ms [2020-11-11 00:19:02 main:574] : INFO : Epoch 149 | loss: 0.0001438 | val_loss: 0.000140924 | Time: 8141.37 ms [2020-11-11 00:19:10 main:574] : INFO : Epoch 150 | loss: 0.000140587 | val_loss: 0.000138137 | Time: 7935.99 ms [2020-11-11 00:19:18 main:574] : INFO : Epoch 151 | loss: 0.000137958 | val_loss: 0.000136177 | Time: 7681.72 ms [2020-11-11 00:19:26 main:574] : INFO : Epoch 152 | loss: 0.000135772 | val_loss: 0.000132458 | Time: 7871.95 ms [2020-11-11 00:19:34 main:574] : INFO : Epoch 153 | loss: 0.000135256 | val_loss: 0.000134637 | Time: 7991.7 ms [2020-11-11 00:19:42 main:574] : INFO : Epoch 154 | loss: 0.00013068 | val_loss: 0.000128589 | Time: 7819.05 ms [2020-11-11 00:19:50 main:574] : INFO : Epoch 155 | loss: 0.000128181 | val_loss: 0.000125745 | Time: 8011.62 ms [2020-11-11 00:19:58 main:574] : INFO : Epoch 156 | loss: 0.000126483 | val_loss: 0.000123423 | Time: 8456.59 ms [2020-11-11 00:20:07 main:574] : INFO : Epoch 157 | loss: 0.000124498 | val_loss: 0.000121747 | Time: 8007.27 ms [2020-11-11 00:20:15 main:574] : INFO : Epoch 158 | loss: 0.000122004 | val_loss: 0.000121494 | Time: 8287.62 ms [2020-11-11 00:20:23 main:574] : INFO : Epoch 159 | loss: 0.000120322 | val_loss: 0.000118849 | Time: 8225.04 ms [2020-11-11 00:20:32 main:574] : INFO : Epoch 160 | loss: 0.000118489 | val_loss: 0.000116524 | Time: 8317.12 ms [2020-11-11 00:20:40 main:574] : INFO : Epoch 161 | loss: 0.000116268 | val_loss: 0.00011681 | Time: 8364.13 ms [2020-11-11 00:20:48 main:574] : INFO : Epoch 162 | loss: 0.000114392 | val_loss: 0.000113793 | Time: 8031.98 ms [2020-11-11 00:20:56 main:574] : INFO : Epoch 163 | loss: 0.000113181 | val_loss: 0.000113437 | Time: 7811.77 ms [2020-11-11 00:21:04 main:574] : INFO : Epoch 164 | loss: 0.000111514 | val_loss: 0.000111026 | Time: 7907.58 ms [2020-11-11 00:21:12 main:574] : INFO : Epoch 165 | loss: 0.000109117 | val_loss: 0.000105173 | Time: 7893.11 ms [2020-11-11 00:21:20 main:574] : INFO : Epoch 166 | loss: 0.000107184 | val_loss: 0.00010726 | Time: 7647.66 ms [2020-11-11 00:21:28 main:574] : INFO : Epoch 167 | loss: 0.000106156 | val_loss: 0.000104967 | Time: 8191.11 ms [2020-11-11 00:21:36 main:574] : INFO : Epoch 168 | loss: 0.000104745 | val_loss: 0.000103287 | Time: 7787.89 ms [2020-11-11 00:21:44 main:574] : INFO : Epoch 169 | loss: 0.000102707 | val_loss: 0.00010342 | Time: 7567.77 ms [2020-11-11 00:21:51 main:574] : INFO : Epoch 170 | loss: 0.000101539 | val_loss: 0.000100938 | Time: 7789.2 ms [2020-11-11 00:22:00 main:574] : INFO : Epoch 171 | loss: 0.000100138 | val_loss: 9.78329e-05 | Time: 7830.06 ms [2020-11-11 00:22:08 main:574] : INFO : Epoch 172 | loss: 9.87241e-05 | val_loss: 0.000100472 | Time: 7779.26 ms [2020-11-11 00:22:16 main:574] : INFO : Epoch 173 | loss: 9.73056e-05 | val_loss: 9.60556e-05 | Time: 8041.66 ms [2020-11-11 00:22:24 main:574] : INFO : Epoch 174 | loss: 9.6058e-05 | val_loss: 9.26969e-05 | Time: 7939.79 ms [2020-11-11 00:22:31 main:574] : INFO : Epoch 175 | loss: 9.42797e-05 | val_loss: 9.27238e-05 | Time: 7747.37 ms [2020-11-11 00:22:40 main:574] : INFO : Epoch 176 | loss: 9.28162e-05 | val_loss: 9.13773e-05 | Time: 8295.61 ms [2020-11-11 00:22:48 main:574] : INFO : Epoch 177 | loss: 9.21998e-05 | val_loss: 9.20789e-05 | Time: 8054.95 ms [2020-11-11 00:22:56 main:574] : INFO : Epoch 178 | loss: 9.02957e-05 | val_loss: 9.10519e-05 | Time: 8058.54 ms [2020-11-11 00:23:04 main:574] : INFO : Epoch 179 | loss: 8.93889e-05 | val_loss: 8.81583e-05 | Time: 8056.05 ms [2020-11-11 00:23:12 main:574] : INFO : Epoch 180 | loss: 8.82419e-05 | val_loss: 8.71163e-05 | Time: 7962.5 ms [2020-11-11 00:23:20 main:574] : INFO : Epoch 181 | loss: 8.67729e-05 | val_loss: 8.58454e-05 | Time: 7756.44 ms [2020-11-11 00:23:28 main:574] : INFO : Epoch 182 | loss: 8.53813e-05 | val_loss: 8.51321e-05 | Time: 7723.75 ms [2020-11-11 00:23:36 main:574] : INFO : Epoch 183 | loss: 8.4458e-05 | val_loss: 8.41805e-05 | Time: 8033.94 ms [2020-11-11 00:23:44 main:574] : INFO : Epoch 184 | loss: 8.39239e-05 | val_loss: 8.31816e-05 | Time: 7960.97 ms [2020-11-11 00:23:52 main:574] : INFO : Epoch 185 | loss: 8.25089e-05 | val_loss: 8.07739e-05 | Time: 7988.87 ms [2020-11-11 00:24:00 main:574] : INFO : Epoch 186 | loss: 8.19221e-05 | val_loss: 8.0833e-05 | Time: 7818.21 ms [2020-11-11 00:24:08 main:574] : INFO : Epoch 187 | loss: 8.05036e-05 | val_loss: 7.91274e-05 | Time: 7788.03 ms [2020-11-11 00:24:16 main:574] : INFO : Epoch 188 | loss: 7.92939e-05 | val_loss: 7.95913e-05 | Time: 8501.47 ms [2020-11-11 00:24:24 main:574] : INFO : Epoch 189 | loss: 7.87164e-05 | val_loss: 7.89633e-05 | Time: 8126.52 ms [2020-11-11 00:24:32 main:574] : INFO : Epoch 190 | loss: 7.80382e-05 | val_loss: 7.72554e-05 | Time: 8055.35 ms [2020-11-11 00:24:41 main:574] : INFO : Epoch 191 | loss: 7.66556e-05 | val_loss: 7.66313e-05 | Time: 8070.46 ms [2020-11-11 00:24:48 main:574] : INFO : Epoch 192 | loss: 7.60323e-05 | val_loss: 7.53467e-05 | Time: 7734.6 ms [2020-11-11 00:24:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 7.53467e-05 [2020-11-11 00:24:49 main:603] : INFO : Saving end state to config to file [2020-11-11 00:24:49 main:608] : INFO : Success, exiting.. 00:24:49 (7108): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)